================================================================================ Model name: SG_mckay_cory_9class Number of iterations = 3 -------------------------------------------------------------------------------- Iteration 1 Accuracy: 87.65% Accuracy (normalised for class sizes): 87.65% Hierachical Accuracy: 91.36% Hierachical Accuracy (normalised for class sizes): 91.36% Raw Confusion Matrix: Truth A B C D E F G H I Classification A 9 0 0 1 0 0 0 0 0 B 0 7 0 0 1 0 0 0 0 C 0 0 9 0 0 0 0 0 0 D 0 0 0 5 0 0 0 0 0 E 0 2 0 3 8 0 0 0 0 F 0 0 0 0 0 6 0 0 0 G 0 0 0 0 0 0 9 0 0 H 0 0 0 0 0 3 0 9 0 I 0 0 0 0 0 0 0 0 9 Confusion Matrix percentage: Truth A B C D E F G H I Classification A 100.00% 0.00% 0.00% 11.11% 0.00% 0.00% 0.00% 0.00% 0.00% B 0.00% 77.78% 0.00% 0.00% 11.11% 0.00% 0.00% 0.00% 0.00% C 0.00% 0.00% 100.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% D 0.00% 0.00% 0.00% 55.56% 0.00% 0.00% 0.00% 0.00% 0.00% E 0.00% 22.22% 0.00% 33.33% 88.89% 0.00% 0.00% 0.00% 0.00% F 0.00% 0.00% 0.00% 0.00% 0.00% 66.67% 0.00% 0.00% 0.00% G 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.00% H 0.00% 0.00% 0.00% 0.00% 0.00% 33.33% 0.00% 100.00% 0.00% I 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 100.00% Matrix Key: A : baroque B : bebop C : contemporary_country D : hardcore_rap E : jazz_soul F : modern_classical G : punk H : romantic I : swing Discounted Confusion Matrix: Truth A B C D E F G H I Classification A 9.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 8.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 9.00 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 5.00 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 8.50 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 7.50 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 9.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 9.00 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 9.00 Discounted Confusion Matrix percentage: Truth A B C D E F G H I Classification A 1.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 0.89 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 0.56 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 0.94 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 0.83 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 1.00 -------------------------------------------------------------------------------- -------------------------------------------------------------------------------- Iteration 2 Accuracy: 83.33% Accuracy (normalised for class sizes): 83.33% Hierachical Accuracy: 88.89% Hierachical Accuracy (normalised for class sizes): 88.89% Raw Confusion Matrix: Truth A B C D E F G H I Classification A 6 0 0 0 0 0 0 0 0 B 0 6 0 0 1 0 0 0 0 C 0 0 7 0 1 0 0 0 0 D 0 0 0 6 0 0 0 0 0 E 0 2 1 2 5 0 0 0 0 F 0 0 0 0 0 6 0 0 0 G 0 0 0 0 0 0 8 0 0 H 2 0 0 0 0 2 0 8 0 I 0 0 0 0 1 0 0 0 8 Confusion Matrix percentage: Truth A B C D E F G H I Classification A 75.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% B 0.00% 75.00% 0.00% 0.00% 12.50% 0.00% 0.00% 0.00% 0.00% C 0.00% 0.00% 87.50% 0.00% 12.50% 0.00% 0.00% 0.00% 0.00% D 0.00% 0.00% 0.00% 75.00% 0.00% 0.00% 0.00% 0.00% 0.00% E 0.00% 25.00% 12.50% 25.00% 62.50% 0.00% 0.00% 0.00% 0.00% F 0.00% 0.00% 0.00% 0.00% 0.00% 75.00% 0.00% 0.00% 0.00% G 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.00% H 25.00% 0.00% 0.00% 0.00% 0.00% 25.00% 0.00% 100.00% 0.00% I 0.00% 0.00% 0.00% 0.00% 12.50% 0.00% 0.00% 0.00% 100.00% Matrix Key: A : baroque B : bebop C : contemporary_country D : hardcore_rap E : jazz_soul F : modern_classical G : punk H : romantic I : swing Discounted Confusion Matrix: Truth A B C D E F G H I Classification A 7.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 7.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 7.00 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 6.00 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 6.00 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 7.00 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 8.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 8.00 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 8.00 Discounted Confusion Matrix percentage: Truth A B C D E F G H I Classification A 0.88 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 0.88 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 0.88 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 0.75 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 0.75 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 0.88 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 1.00 -------------------------------------------------------------------------------- -------------------------------------------------------------------------------- Iteration 3 Accuracy: 81.94% Accuracy (normalised for class sizes): 81.94% Hierachical Accuracy: 89.58% Hierachical Accuracy (normalised for class sizes): 89.58% Raw Confusion Matrix: Truth A B C D E F G H I Classification A 8 0 0 0 0 0 0 0 0 B 0 5 0 0 3 0 0 0 0 C 0 0 8 0 0 0 0 0 0 D 0 0 0 7 0 0 0 0 0 E 0 2 0 1 3 0 0 0 0 F 0 0 0 0 0 4 0 0 0 G 0 0 0 0 0 0 8 0 0 H 0 0 0 0 1 4 0 8 0 I 0 1 0 0 1 0 0 0 8 Confusion Matrix percentage: Truth A B C D E F G H I Classification A 100.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% B 0.00% 62.50% 0.00% 0.00% 37.50% 0.00% 0.00% 0.00% 0.00% C 0.00% 0.00% 100.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% D 0.00% 0.00% 0.00% 87.50% 0.00% 0.00% 0.00% 0.00% 0.00% E 0.00% 25.00% 0.00% 12.50% 37.50% 0.00% 0.00% 0.00% 0.00% F 0.00% 0.00% 0.00% 0.00% 0.00% 50.00% 0.00% 0.00% 0.00% G 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.00% H 0.00% 0.00% 0.00% 0.00% 12.50% 50.00% 0.00% 100.00% 0.00% I 0.00% 12.50% 0.00% 0.00% 12.50% 0.00% 0.00% 0.00% 100.00% Matrix Key: A : baroque B : bebop C : contemporary_country D : hardcore_rap E : jazz_soul F : modern_classical G : punk H : romantic I : swing Discounted Confusion Matrix: Truth A B C D E F G H I Classification A 8.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 6.50 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 8.00 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 7.00 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 5.00 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 6.00 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 8.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 8.00 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 8.00 Discounted Confusion Matrix percentage: Truth A B C D E F G H I Classification A 1.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 0.81 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 0.88 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 0.62 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 0.75 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 1.00 -------------------------------------------------------------------------------- ================================================================================ Overall Evaluation for SG_mckay_cory_9class -------------------------------------------------------------------------------- -------------------------------------------------------------------------------- Overall Accuracy SG_mckay_cory_9class: 84.44% Standard Deviation: 1.41 Overall Accuracy (normalised for class sizes) SG_mckay_cory_9class: 84.44% Standard Deviation: 1.41 Hierachical Accuracy: 90.00% Standard Deviation: 0.60 Hierachical Accuracy (normalised for class sizes): 0.9000000000000001% Standard Deviation: 0.60 Raw Confusion Matrix: Truth A B C D E F G H I Classification A 23 0 0 1 0 0 0 0 0 B 0 18 0 0 5 0 0 0 0 C 0 0 24 0 1 0 0 0 0 D 0 0 0 18 0 0 0 0 0 E 0 6 1 6 16 0 0 0 0 F 0 0 0 0 0 16 0 0 0 G 0 0 0 0 0 0 25 0 0 H 2 0 0 0 1 9 0 25 0 I 0 1 0 0 2 0 0 0 25 Confusion Matrix percentage: Truth A B C D E F G H I Classification A 92.00% 0.00% 0.00% 4.00% 0.00% 0.00% 0.00% 0.00% 0.00% B 0.00% 72.00% 0.00% 0.00% 20.00% 0.00% 0.00% 0.00% 0.00% C 0.00% 0.00% 96.00% 0.00% 4.00% 0.00% 0.00% 0.00% 0.00% D 0.00% 0.00% 0.00% 72.00% 0.00% 0.00% 0.00% 0.00% 0.00% E 0.00% 24.00% 4.00% 24.00% 64.00% 0.00% 0.00% 0.00% 0.00% F 0.00% 0.00% 0.00% 0.00% 0.00% 64.00% 0.00% 0.00% 0.00% G 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.00% H 8.00% 0.00% 0.00% 0.00% 4.00% 36.00% 0.00% 100.00% 0.00% I 0.00% 4.00% 0.00% 0.00% 8.00% 0.00% 0.00% 0.00% 100.00% Matrix Key: A : baroque B : bebop C : contemporary_country D : hardcore_rap E : jazz_soul F : modern_classical G : punk H : romantic I : swing Discounted Confusion Matrix: Truth A B C D E F G H I Classification A 24.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 21.50 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 24.00 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 18.00 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 19.50 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 20.50 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 25.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 25.00 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 25.00 Discounted Confusion Matrix percentage: Truth A B C D E F G H I Classification A 0.96 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 0.86 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 0.96 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 0.72 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 0.78 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 0.82 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 1.00 --------------------------------------------------------------------------------